---
title: "Dashboard"
output: 
  flexdashboard::flex_dashboard:
    orientation: columns
    vertical_layout: fill
    source: embed
---

```{r setup, include=FALSE}
library(tidyverse)
library(flexdashboard)
library(p8105.datasets)
library(plotly)
```


Column {data-width=650}
-----------------------------------------------------------------------

### Chart A-pizza ratings for NY boroughs by grade 

```{r}
rest_inspec %>% 
  filter(str_detect(dba, "[Pp][Ii][Zz][Zz][Aa]")) %>%
  mutate(boro = fct_infreq(boro)) %>%  
  plot_ly(
    x = ~boro, y = ~grade, color = ~grade,
    type = "bar", colors = "viridis"
  ) %>%
  layout(title = "Pizza Place Ratings in NY",
         xaxis = list(title = "Borough"),
         yaxis = list(title = "Grade"))

```

Column {data-width=350}
-----------------------------------------------------------------------

### Chart B-Number of restauraunts inspected in 2017

```{r}
  rest_inspec %>% 
  filter(inspection_date >= '2017-01-01', boro != "Missing")%>%
  group_by(boro)%>% 
  summarize(n_restauraunt = n())%>%
  plot_ly(
    x = ~boro, y = ~n_restauraunt, 
    type = "scatter", mode = "markers")
```

### Chart C-inspection score by NY borough in 2017

```{r}
rest_inspec %>%
  filter(inspection_date >= '2017-01-01', boro != "Missing")%>%
  plot_ly(y = ~score, x = ~boro, type = "box", colors = "viridis")

```